change_failure_root_cause_classifier

Active

declared in 0.2.0

Classifies root causes of change failures for CTO-level incident analysis. Uses GitHub PR metadata and Snyk vulnerability data to identify patterns like dependency vulnerabilities, configuration drift, or deployment process gaps. Inputs include GitHub PR URL or incident ID, and outputs structured root cause categories with confidence scores. Ideal for post-mortem analysis and change risk assessment.

Parameters schema

{
  "type": "object",
  "required": [
    "pr_url"
  ],
  "properties": {
    "async": {
      "type": "boolean",
      "description": "If true, returns a job_id immediately (<200ms) instead of waiting for the result. Poll the result with job_result(job_id). Use for slow tools to avoid client timeouts."
    },
    "pr_url": {
      "type": "string",
      "pattern": "^https://github.com/[^/]+/[^/]+/pull/\\d+$"
    },
    "incident_id": {
      "type": "string"
    },
    "snyk_org_id": {
      "type": "string"
    },
    "time_range_days": {
      "type": "number",
      "maximum": 90,
      "minimum": 1
    }
  }
}

What this tool wraps· 0 endpoints

min confidence0.70 0.50

No endpoints wrapped at confidence ≥ 0.70.

Parent server

@gapup/mcp-knowledge

https://github.com/getgapup/gapup-mcp

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